Funding & M&A
C
Showing 1–30 of 89
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恐るるに足らず？ 中国フィジカルAI主要15社と5大集積地で見る「点と線と面」China's physical AI mapped via 15 firms and five clustersChinese physical-AI news arrives as scattered dots - robot contests, product launches, funding - that hide the structure behind them, from finished products to AI platforms, core parts and supply chains. Drawing on a SUGENA seminar, the piece maps the field through 15 leading firms, university networks and five regional clusters.
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Rune launches solar-sited modular compute system, raises $40m Series ARune debuts solar-sited modular compute and raises a $40m Series AModular data center developer Rune has launched RELIC, a compute system installed directly at solar generation sites, alongside a $40m Series A led by Spark Capital that takes total funding to $53.5m. Rune says solar plants waste up to 20 percent of output; RELIC taps that power at source, bypassing the meter and the grid.
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Former Global Switch execs to lead AI and cloud infrastructure investment companyEx-Global Switch executives launch AI infrastructure firm AstorFormer Global Switch executives will lead Astor, a new AI and cloud infrastructure company backed by London investment firm Margaux Platforms. Astor will develop ready-to-build powered land and multi-tenant edge facilities under 100MW, aimed at delivering capacity close to users in grid-constrained metros.
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Magnora joins venture for Estonia data center projectMagnora takes a 50% stake in an Estonian data center ventureMagnora Data Center has agreed to acquire a 50 percent interest in the Risti Kampus project in western Estonia from energy infrastructure firm Sunly AS, on undisclosed terms. The first phase could reach 180MW and eventually 400MW, with grid access plus an adjacent energy park developing 244MWp of solar, 144MW of storage and 44MW of wind.
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三菱重工、インフラ・防衛向けAIでPFNと資本業務提携 100億円出資し共同開発Mitsubishi Heavy invests 10bn yen in PFN for infrastructure, defence AIMitsubishi Heavy Industries and Preferred Networks signed a capital and business alliance, with MHI investing 10 billion yen in the AI firm. They will jointly develop AI to make machines and systems in social infrastructure and national security more autonomous.
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Exponential Hardness of Off-Policy Evaluation under History-Dependent Logging
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Affora: A Design System for Agent-Friendly Interfaces
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Monitoring and Discovering Reward Hacking with Internal Representations during LLM Evaluations
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Reporting Practice Matters: The Impact of Reference Choice on Chest X-ray Report Evaluation
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Securing quantum error correction against misleading advice from AI agents
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Probabilistic Linear Explanations
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Social Laws for Multi-agent Coordination in Stochastic Environments
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Beyond Outcomes: Dual-View Relational Learning for Efficient Agent Benchmarking
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Physics-based prediction, uncertainty quantification and decision-making for IN718 crystallographic texture intensity across LPBF defocus regimes
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EviGen: Predictive Evidence Scaffolding for Verifiable Clinical Rationale Generation
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AirJoule acquires cooling firm BitSinkAirJoule acquires cooling firm BitSink in deal worth up to $67mAirJoule has acquired cooling company BitSink in a deal that could eventually be worth $67 million. The purchase lands as demand for data center cooling rises with higher-density AI racks, driving consolidation among suppliers.
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TeleAntiFraud 2.0: A Refreshable, Profile-Grounded, and Audio-Based Benchmark for Telecom Fraud Detection
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A Scalable Framework for Automated NER Annotation Correction in Low-Resource Languages
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LocQE: Principled Domain Adaptation for Localisation Quality Estimation by Leveraging Post-Edits
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Toward Composable Network Digital Twins: A Subgraph-Based Latency Prediction Study
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The Uneven Impact of Generative AI on Student Learning: Examining the Roles of Reliance, Evaluation Literacy, and Course Policy in AI-related Courses
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DyMT-ESB: Dynamic Multi-Turn Evaluation of Social Bias in User-LLM Interactions
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How Many Labels Does Model Choice Need? Certificates and Budgets for Selective Prediction
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Hypothesis-Driven Autonomous Materials Synthesis with Multimodal LLM Agents
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Variational Quantum Transformer Architecture for Synthetic Language Generation
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Machine Translation between English and Syriac (East Syriac Dialect) using Statistical Machine Learning
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TRIPROBE: Probing Task Separability Beyond Classification for XAI
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Serverfarm expands North American data center development fund to $3.89 billionServerfarm expands North American development fund to $3.89bnServerfarm has expanded its North American data center development fund to $3.89 billion after closing an additional $895 million. The raise adds to the steady accumulation of capital earmarked for North American data center construction.
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ScienceBuddy: Recursive-in-Recursive Self-Improvement for Interactive Scientific Agents
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When Should LLMs Abstain? Chain-of-Self-Questioning for Selective Risk Control